MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53301
mbender-ms
A professional MCP server for analyzing content against the official Microsoft …
— ○ ⏳ — N/A N/A — — —
53302
magichao326
Enables LLMs to control QLab live over OSC, including querying workspaces, mana…
— ○ ⏳ — — — — — —
53303
ncsound919
VibeServe Claim
A production-grade MCP server that turns natural language intent into fully-arc…
— ○ ⏳ — — — — — —
53304
axel-belfort
Postal address validation API for AI agents. Parse and validate addresses world…
— ○ ⏳ — — — — 81 —
53305
CSOAI-ORG
password-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
53306
BusyBee3333
Complete Model Context Protocol server for Keap (formerly Infusionsoft) with 11…
— ○ ⏳ — — — — — —
53307
nullptr-z
Provides persistent personal context storage across AI conversations, allowing …
— ○ ⏳ — N/A N/A — — —
53308
wqsaali
rubyui-mcp Claim
Provides AI assistants with access to RubyUI component library documentation, i…
— ○ ⏳ — N/A N/A — — —
53309
zebrr
Provides unified search and navigation across multiple project documentations v…
— ○ ⏳ — N/A N/A — — —
53310
mikey-semy
plane-mcp Claim
Provides 48 tools for managing Plane projects, issues, modules, cycles, comment…
— ○ ⏳ — — — — — —
53311
sumithasb
Enables seamless integration with FHIR APIs for healthcare applications, allowi…
— ○ ⏳ — — — — 81 —
53312
Ap6pack
Enables ethical security testing and attack surface management through SSL cert…
— ○ ⏳ — — — — 81 —
53313
ralfbecher
MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed s…
— ○ ⏳ — — — — — —
53314
saitoomituru
MCP bridge integrating oscilloscopes, logic analyzers, and cameras for AI-drive…
— ○ ⏳ — N/A N/A — — —
53315
noelrim
Midnight MCP Claim
Enables LLM clients to query a comprehensive Midnight knowledge workspace using…
— ○ ⏳ — N/A N/A — — —
53316
AIAgentStudy
Enables searching, price comparison, trend analysis, and saving of Korean e-com…
— ○ ⏳ — N/A N/A — — —
53317
keadachik
This remote MCP server allows interaction with the Dynatrace observability plat…
— ○ ⏳ — — — — — —
53318
goodest
Provides falling tree risk intelligence for any US property address.
— ○ ⏳ — — — — — —
53319
Timwal78
mcp-x402 Claim
The first MCP server that pays for itself. AI agents pay for ScriptMasterLabs d…
— ○ ⏳ — — — — — —
53320
Arkanji
Enables AI agents to read-onlyly access Metabase instances, query databases usi…
— ○ ⏳ — N/A N/A — — —
53321
neoai-agent
rds-mcp Claim
Enables monitoring and analysis of Amazon RDS (MySQL, PostgreSQL) instances, me…
— ○ ⏳ — — — — — —
53322
here-tunan
Enables AI tools to manage Anki flashcards, including deck management, card sea…
— ○ ⏳ — N/A N/A — — —
53323
klappy
Mints short-lived, scoped GitHub App installation tokens on demand for AI agent…
— ○ ⏳ — — — — — —
53324
markrz-0
Enables AI tools to access student profiles, course lists, grades, page content…
— ○ ⏳ — N/A N/A — — —
53325
jaspertvdm
Enables MCP-compatible AI clients to store and recall voice conversation contex…
— ○ ⏳ — N/A N/A — — —
53326
wasonisgood
一个优化过的台湾法规查询MCP服务器,提供高效的法规搜索、条文查询和关键字搜索功能,支持摘要模式减少token消耗。
— ○ ⏳ — N/A N/A — 95 —
53327
sansaks-jpg
Unifies Roblox Studio, Unity, Unreal Engine, and Blender into a single AI-power…
— ○ ⏳ — N/A N/A — — —
53328
clevertechca
CleverTech Claim
Canadian gov data for AI agents: property, permits, zoning, census, registry, D…
— ○ ⏳ — N/A N/A — — —
53329
lxg2it
MCPico Claim
MCP proxy that bundles flat tool lists into hierarchical subcommand groups, red…
— ○ ⏳ — — — — — —
53330
bobberrisford
Affiliate network reporting in your AI client. Bring your own keys. Most adapte…
— ○ ⏳ — — — — — —
53331
94series
Aizex MCP Claim
Controls Aizex shared ChatGPT/Claude account pool via Playwright browser automa…
— ○ ⏳ — N/A N/A — — —
53332
prompt_thin
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
— ○ ⏳ — — — — 81 —
53333
sevenlabsxyz
MCP server to list and get events from Evento's public API using an API key.
— ○ ⏳ — N/A N/A — — —
53334
soup
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
53335
suhnion
molon Claim
— ○ ⏳ — N/A N/A — 95 —
53336
RubenGlez
devicecloud Claim
Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-…
— ○ ⏳ — N/A N/A — — —
53337
plcarmona
mcp-roam Claim
Enables AI agents to semantically search, retrieve, and augment an org-roam kno…
— ○ ⏳ — N/A N/A — — —
53338
mukul975
A production-ready MCP server for MySQL database operations, providing secure H…
— ○ ⏳ — N/A N/A — — —
53339
shyn-labs
shyn Claim
Local-first ambient memory for your Mac — pages, meetings, notes, encrypted on-…
— ○ ⏳ — N/A N/A — — —
53340
HimanshuSharmaKUL
mcp-spotify Claim
Enables AI agents to create, manage, and populate Spotify playlists using the S…
— ○ ⏳ — — — — — —
53341
mgao
JobDataLake Claim
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
— ○ ⏳ — — — — 81 —
53342
Shreesha4994
An MCP server for automating SAP BTP Cloud Foundry operations, providing tools …
— ○ ⏳ — N/A N/A — — —
53343
kirill-sviridov
handoff-mcp Claim
Provides persistent, cross-project memory for Claude over the Model Context Pro…
— ○ ⏳ — N/A N/A — — —
53344
JeremyMorgan
Enables AI assistants to retrieve current weather, forecasts, and summaries for…
— ○ ⏳ — — — — — —
53345
seaosinc
An MCP server that offloads light LLM work from Claude to a model you control, …
— ○ ⏳ — — — — — —
53346
ameymn
Automates workflow between Excel data entry and PowerPoint report generation, a…
— ○ ⏳ — N/A N/A — — —
53347
oaslananka
KiCad MCP Pro is an MCP server for KiCad EDA workflows. It lets AI agents autom…
— ○ ⏳ — N/A N/A — — —
53348
yurilopes
Browser automation MCP server using Pydoll, enabling agents to navigate, observ…
— ○ ⏳ — N/A N/A — — —
53349
anwarminarso
Enables MCP clients to control EasyEDA Pro for schematic and PCB design through…
— ○ ⏳ — N/A N/A — — —
53350
NerdSnipe-Inc
An MCP server that gives AI agents full access to Follow Up Boss CRM via natura…
— ○ ⏳ — — — — — —
Showing 53301–53350 of 69153 servers